Parallel and Flexible 5G LDPC Decoder Architecture Targeting FPGA

被引:24
|
作者
Nadal, Jeremy [1 ]
Baghdadi, Amer [2 ]
机构
[1] Polytech Montreal, Dept Elect Engn, Montreal, PQ H3T 1J4, Canada
[2] IMT Atlantique, Lab STICC UMR CNRS 6285, F-29238 Brest, France
关键词
5G mobile communication; Decoding; Parity check codes; Hardware; Quantization (signal); Parallel processing; Field programmable gate arrays; Field programmable gate array (FPGA); fifth generation (5G); low-density parity-check (LDPC); parallelism; throughput; PARITY CHECK CODES; NETWORK; DESIGN;
D O I
10.1109/TVLSI.2021.3072866
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The quasi-cyclic (QC) low-density parity-check (LDPC) code is a key error correction code for the fifth generation (5G) of cellular network technology. Designed to support several frame sizes and code rates, the 5G LDPC code structure allows high parallelism to deliver the high demanding data rate of 10 Gb/s. This impressive performance introduces challenging constraints on the hardware design. Particularly, allowing such high flexibility can introduce processing rate penalties on some configurations. In this context, a novel highly parallel and flexible hardware architecture for the 5G LDPC decoder is proposed, targeting field-programmable gate array (FPGA) devices. The architecture supports frame parallelism to maximize the utilization of the processing units, significantly improving the processing rate. The controller unit was carefully designed to support all 5G configurations and to avoid update conflicts. Furthermore, an efficient data scheduling is proposed to increase the processing rate. Compared to the recent related state of the art, the proposed FPGA prototype achieves a higher processing rate per hardware resource for most configurations.
引用
收藏
页码:1141 / 1151
页数:11
相关论文
共 50 条
  • [41] Fully Parallel Window Decoder Architecture for Spatially-Coupled LDPC Codes
    Ul Hassan, Najeeb
    Schlueter, Martin
    Fettweis, Gerhard P.
    2016 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2016,
  • [42] A High-Efficiency Segmented Reconfigurable Cyclic Shifter for 5G QC-LDPC Decoder
    Lam, Hing-Mo
    Lu, Silin
    Qiu, Hezi
    Zhang, Min
    Jiao, Hailong
    Zhang, Shengdong
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2022, 69 (01) : 401 - 414
  • [43] A parallel LSI architecture for LDPC decoder improving message-passing schedule
    Shimizu, Kazunori
    Ishikawa, Tatsuyuki
    Togawa, Nozomu
    Ikenaga, Takeshi
    Gotot, Satoshi
    2006 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-11, PROCEEDINGS, 2006, : 5099 - +
  • [44] A memory efficient partially parallel decoder architecture for QC-LDPC codes
    Wang, Zhongfeng
    Cui, Zhiqiang
    2005 39TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, VOLS 1 AND 2, 2005, : 729 - 733
  • [45] A 33.2 Gbps/iter. Reconfigurable LDPC Decoder Fully Compliant with 5G NR Applications
    Lin, Chieh-Yu
    Liu, Li-Wei
    Liao, Yen-Chin
    Chang, Hsie-Chia
    2021 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2021,
  • [46] High-Throughput FPGA-based QC-LDPC Decoder Architecture
    Mhaske, Swapnil
    Kee, Hojin
    Ly, Tai
    Aziz, Ahsan
    Spasojevic, Predrag
    2015 IEEE 82ND VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2015,
  • [47] A High Throughput and Flexible Rate 5G NR LDPC Encoder on a Single GPU
    Liao, Shixin
    Zhan, Yueying
    Shi, Ziyuan
    Yang, Lei
    2022 24TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT): ARITIFLCIAL INTELLIGENCE TECHNOLOGIES TOWARD CYBERSECURITY, 2022, : 29 - +
  • [48] A High Throughput and Flexible Rate 5G NR LDPC Encoder on a Single GPU
    Liao, Shixin
    Zhan, Yueying
    Shi, Ziyuan
    Yang, Lei
    2021 23RD INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY (ICACT 2021): ON-LINE SECURITY IN PANDEMIC ERA, 2021, : 29 - 34
  • [49] Parallel-Processing-Based Digital Predistortion Architecture and FPGA Implementation for Wide-band 5G Transmitters
    Huang, Hai
    Xia, Jingjing
    Boumaiza, Slim
    2019 IEEE MTT-S INTERNATIONAL MICROWAVE CONFERENCE ON HARDWARE AND SYSTEMS FOR 5G AND BEYOND (IMC-5G), 2019,
  • [50] FPGA based design and prototyping of efficient 5G QC-LDPC channel decoding
    Nadal, Jeremy
    Baghdadi, Amer
    PROCEEDINGS OF THE 2020 31ST INTERNATIONAL WORKSHOP ON RAPID SYSTEM PROTOTYPING (RSP): SHORTENING THE PATH FROM SPECIFICATION TO PROTOTYPE: SHORTENING THE PATH FROM SPECIFICATION TO PROTOTYPE, 2020, : 36 - 42